v0.1.2: Models for Hate Speech detection and classification

✨ Features

• Add BERT HateSpeech model (detection of offensive language & classification of hate speech)
• Add ELECTRA Offensive model (detection of offensive language)

v0.1.1: Datasets and model for Named Entity Disambiguation

✨ Features

• Add DaNED dataset
• Add DaWikiNED dataset
• Add XLM-R NED model

⚠️ Upgrades

• upgraded package versions for dependencies:
  • gensim == 3.8.3
  • flair==0.9

v0.1.0: Model for HateSpeech detection and new datasets

✨ Features

• Add DaUnimorph dataset
• Add AngryTweets dataset
• Add BERT Offensive model

⚠️ Upgrades

• default python version for development is now 3.8
• upgraded package versions for dependencies:
  • torch==1.7.1
  • flair==0.8
  • transformers==4.3.3
  • allennlp==2.5.0

v0.0.12: New dataset for Hate Speech and new model for coreference resolution

✨ Features

• Add DKHate dataset for hate speech detection
• Add a feature for finding domains with DanNet
• Add a model for coreference resolution

🐛 Bugfixes

• #108 Fix download of datasets/models to a custom directory
• Fix warning unclosed file in Dacoref
• Fix UserWarning "Maximum length exceeded" with BERT

v0.0.11: New datasets and added features for using BERT model

✨ Features

• Add DaCoref dataset for coreference resolutions
• Add the DanNet wordnet to make it easy to find e.g. synonyms
• Add a pre-trained Bert model to use as embeddings, mask word predictions and next sentence predictions
• Update BERT ner predict methods to provide the tags combined

🐛 Bugfixes

• #80 Fix bug with missing argument in loading bert model
• Update requirements to fix mistakes in Flair

v.0.0.10: Permanent URL for storage host and new spacy models

✨ New features

• Add spaCy sentiment model with the tags "positive, neutral and negative" trained using hard distil of the "Tone BERT" model
• Add spaCy function for noun phrase chunking using the dependency model in spacy
• Add predict proba method in BERT models for tone and emotions

🔍 Minor updates

• Made it posible to choose any static embeddings form DaNLP with the Flair embeddings
• Allowed for longer sequences than 512 in BERT sentiment models, and add warning for doing so

🏨 Storage

• Updatet to permanent URL for storage of models and dataset to http://danlp-downloads.alexandra.dk

v0.0.9: Change hositng storage of models and datasets

🏨 changes in storage

• The hosting storage is removed from Amazon to local

v0.0.8: More sentiment models and dataset

✨ Features

• Add a first version of BERT Tone model which inlc a model for polarity (positive, neutral, negative) and a model for analytic (objective, subjective)
• Add a small dataset annotated from Twitter with sentiment, and intergation to download tweets based on ID from Twitter
• Add a small dataset from Europarl annotated with sentiment

v0.0.6: NER support

✨ Features

• Add the updated DaNE dataset
• Add spaCy model for DEP, NER and POS
• Add finetuned M-BERT and Danish BERT for NER
• Add DSL Reddit wordembeddings

🐛 Bugfixes

• Fix bug #13 loading wikiann as spaCy dataset.
• Add a new Flair POS model for support for newest Flair and PyTorch

v0.0.5: More wordembeddings

✨ Features

• Add of the word similarity datasets DSD and the danish WS353
• Add Sketchengine fasttext wordembeddings